Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add cyijun/china-financial-services --skill sector-overviewgit clone --depth 1 https://github.com/cyijun/china-financial-servicesWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/cyijun/china-financial-services/sector-overview)<a href="https://agentmods.dev/skills/cyijun/china-financial-services/sector-overview"><img src="https://agentmods.dev/badge/skills/cyijun/china-financial-services/sector-overview/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/cyijun/china-financial-services/sector-overview"><img src="https://agentmods.dev/badge/skills/cyijun/china-financial-services/sector-overview.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00064 | $0.00407 |
| Opus 5 | $0.00032 | $0.00204 |
| Sonnet 5 | $0.00013 | $0.00081 |
| Haiku 4.5 | $0.00006 | $0.00041 |
Grade A, and why
sector-overview scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
A股行业概览
工作流
- 固定
as_of、行业定义、地理范围、产业链边界、统计口径和股票池。 - 先调用
a-share-research-evidence；高影响政策、产能和市场规模回到官方/原始材料。 - TAM采用供给、需求或收入法，写明分子、分母、币种、含税/不含税、出厂/终端、重复计算和数据期；不能验证时给范围。
- 画价值链并标出利润池、议价关系、进口依赖、关键瓶颈、产能建设周期和替代路径。
- 分析需求驱动、供给弹性、库存、价格、资本开支和利用率；区分结构增长与周期反弹。
- 历史公司集合使用
china-market-data的上市/退市与成员区间；当前板块快照不能回填历史。 - 政策分析写出条文、实施时间、受影响环节、传导机制、替代解释和验证指标。
- 输出基础、偏弱、偏强情景及可观察触发器，不赋精确概率。
输出
输出范围、规模、价值链、利润池、供需周期、竞争结构、政策、股票映射、情景、反证和数据缺口。股票映射必须披露相关收入/利润证据；不提供超配、低配、买卖或仓位动作。
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 22 lines · 64 tokens per session scan A 6d923c30ffcd
sector-overview is a skill published in the GitHub repository cyijun/china-financial-services (19 stars, last pushed 17d ago), licensed Apache-2.0. It adds 64 tokens to every session and 407 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
hithink-finance
A routing guide for accessing Chinese A-share financial data, including prices, company reports, valuations, funds, indices, sectors, and local data storage.
hithink-finance-fund
A command-line guide for querying fund information, including profiles, managers, holdings, prices, returns, financial data, news, and exchange-traded fund snapshots. A command-line tool is a program controlled by typed terminal commands.
hithink-finance-data
A local data-management skill for the HiThink Finance command-line tool and its DuckDB database. DuckDB is a database stored in a local file.
hithink-finance-market
A command-line tool entry for retrieving ordinary Chinese A-share market data, including snapshots, historical price bars, trading calendars, adjustment factors, and company actions.
hithink-finance-special-data
A command-line tool entry for retrieving special Chinese market lists and event data, such as limit-up stocks, limit-down stocks, unusual moves, hot stocks, and Dragon-Tiger records.
hithink-finance-financials
A command-line tool entry for querying Chinese A-share income statements, balance sheets, cash-flow statements, and financial indicators for selected reporting periods.